Skip to main content
Log in

Nonlinear feature of the abrupt transitions between multiple equilibria states of an ecosystem model

  • Published:
Advances in Atmospheric Sciences Aims and scope Submit manuscript

Abstract

Based on a five-variable theoretical ecosystem model, the stability of equilibrium state and the nonlinear feature of the transition between a grassland state and a desert state are investigated. The approach of the conditional nonlinear optimal perturbations (CNOPs), which are the nonlinear generalization of the linear singular vectors (LSVs), is adopted. The numerical results indicate that the linearly stable grassland and desert states are nonlinearly unstable to large enough initial perturbations on the condition that the moisture index µ satisfies 0.3126 < µ < 0.3504. The perturbations represent some kind of anthropogenic influence and natural factors. The results obtained by CNOPs, LSVs and Lyapunov vectors (LVs) are compared to analyze the nonlinear feature of the transition between the grassland state and the desert state. Besides this, it is shown that the five-variable model is superior to the three-variable model in providing more visible signals when the transitions occur.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Charney, J. G., 1975: Dynamics of deserts and drought in the Sahel. Quart. J. Roy. Meteor. Soc., 101, 193–202.

    Article  Google Scholar 

  • Claussen, M., 1997: Modeling biogeophysical feedback in the Africa and India monsoon region. Climate Dyn., 13, 247–257.

    Article  Google Scholar 

  • Claussen, M., 1998: On multiple solutions of the atmosphere-vegetation system in present-day climate. Global Change Biology, 4, 549–559.

    Article  Google Scholar 

  • Claussen, M., C. Kubatzki, V. Brovkin, A. Ganopolski, P. Hoelzmann, and H. Pachur, 1999: Simulation of an abrupt change in Saharan vegetation in the mid-Holocence. Geophys. Res. Lett., 26, 2037–2040.

    Article  Google Scholar 

  • Duan, W. S., M. Mu, and B. Wang, 2004: Conditional nonlinear optimal perturbation as the optimal precursors for El Niño-Southern Oscillation events. J. Geophys. Res., 109, D23105, doi: 10.1029/2004JD004756.

  • Kalney, E., 2003: Atmospheric Modeling, Data Assimilation and Predictability. University Press, Cambridge, 341pp.

    Google Scholar 

  • Klausmeier, C. A., 1999: Regular and irregular patterns in semiarid vegetation. Science, 284, 1826–1828.

    Article  Google Scholar 

  • Li, T., Robert F. Granta and Lawrence B. Flanaganb, 2004: Climate impact on net ecosystem productivity of a semi-arid natural grassland: Modeling and measurement. Agricultural and Forest Meteorology, 126, 99–116.

    Article  Google Scholar 

  • Liu, Z., Y. Wang, R. Gallimore, M. Notaro, and I. C. prentice, 2006: On the cause of abrupt vegetation collapse in North Africa during the Holocene: Climate variability vs. vegetation feedback. Geophys. Res. Lett., 33, L22709, doi: 10.1029/2006GL028062.

  • Mu, M., W. S. Duan, and B. Wang, 2003: Conditional nonlinear optimal perturbation and its applications. Nonlinear Processes in Geophysics, 10, 493–501.

    Google Scholar 

  • Mu, M., and W. S. Duan, 2003: A new approach to studying ENSO predictability: Conditional nonlinear optimal perturbation. Chinese Science Bulletin, 48, 1045–1047.

    Article  Google Scholar 

  • Mu, M., and Z. Zhang, 2006: Conditional nonlinear optimal perturbations of a two-dimensional quasigeostrophic model. J. Atmos. Sci., 63, 1597–1604.

    Article  Google Scholar 

  • Mu, M., and B. Wang, 2007: Nonlinear instability and sensitivity of a theoretical grassland ecosystem to finite-amplitude perturbations. Nonlinear Processes in Geophysics, 14, 409–423.

    Google Scholar 

  • Mu, M., L. Sun, and H. A. Dijikstra, 2004: The sensitivity and stability of the ocean’s thermohaline circulation to finite amplitude perturbations. J. Phys. Oceanogr, 34, 2305–2315.

    Article  Google Scholar 

  • Sitch, S., and Coauthors, 2003: Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ Dynamic Vegetation Model. Global Change Biology, 9, 161–185.

    Article  Google Scholar 

  • Sun, L., M. Mu, D. J. Sun, and X. Y. Yin, 2005: Passive mechanism of decadal variation of thermohaline circulation. J. Geophys. Res., 110, C07025, doi: 10.1029/2005JC002897.

  • Wolf, A., J. B. Swift, H. L. Swinney, and J. A. Vastano, 1985: Determining Lyapunov exponents from a time series. Physica, 16D, 285–317.

    Google Scholar 

  • Zeng, N., 2003: Drought in the Sahel. Science, 302, 999–1000.

    Article  Google Scholar 

  • Zeng, N., K. Hales, and J. D. Neelin, 2002: Nonlinear dynamics in a coupled vegetation-atmosphere system and implications for desert-forest gradient. J. Climate, 15, 3474–3487.

    Article  Google Scholar 

  • Zeng, Q. C., P. S. Lu, and X. D. Zeng, 1994: Maximum simplified dynamic model of grass field ecosystem with two variables. Science in China B, 37, 94–103.

    Google Scholar 

  • Zeng, Q. C., and X. D. Zeng, 1996a: An analytical dynamic model of grass field ecosystem with two varibles. Ecological Modelling, 85, 187–196.

    Article  Google Scholar 

  • Zeng, Q. C., and X. D. Zeng, 1996b: Two-variable dynamic model of grass field ecosystem with seasonal variation. Ecological Modelling, 85, 197–202.

    Article  Google Scholar 

  • Zeng, Q. C., X. D. Zeng, A. H. Wang, R. E. Dickinson, X. B. Zeng, and S. S. H. Shen, 2003: Models and numeraical simulation of atmosphere-vegetation-soil interactions and ecosystem dynamics. Proceedings of ICCP6-CCP2003, Rinton Press Inc., Beijing, 18pp.

    Google Scholar 

  • Zeng, X. D., S. S. P. Shen, X. B. Zeng, and R. E. Dickinson, 2004: Multiple equilibrium states and the abrupt transitions in a dynamical system of soil water interacting with vegetation. Geophys. Res. Lett., 31, 5501, doi: 10.1029/2003GL018910.

    Article  Google Scholar 

  • Zeng, Q. C., X. D. Zeng, A. H. Wang, R. E. Dickinson, X. B. Zeng, and S. S. H. Shen, 2005a: Some studies of the hydrological interactions in the atmosphereecosystem-soil system. Chinese J. Atmos. Sci., 29(1), 7–19. (in Chinese with English abstract)

    Google Scholar 

  • Zeng, X. D., A. H. Wang, G. Zhao, S. S. P. Shen, X. B. Zeng, and Q. C. Zeng, 2005b: Ecological dynamic model of grassland and its practical verification. Science in China(C), 48, 41–48.

    Google Scholar 

  • Zeng, X. D., X. B. Zeng, S. S. P. Shen, R. E. Dickinson, and Q. C. Zeng, 2005c: Vegetation-soil water interaction within a dynamical ecosystem model of grassland in semi-arid areas. Tellus, 57B, 189–202.

    Google Scholar 

  • Zeng, X. D., A. H. Wang, Q. C. Zeng, R. E. Dickinson, X. B. Zeng, and S. S. H. Shen, 2006: Intermediately complex models for the hydrological interactions in the atmosphere-vegetation-soil system. Adv. Atmos. Sci., 23(1), 127–140.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guodong Sun  (孙国栋).

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sun, G., Mu, M. Nonlinear feature of the abrupt transitions between multiple equilibria states of an ecosystem model. Adv. Atmos. Sci. 26, 293–304 (2009). https://doi.org/10.1007/s00376-009-0293-8

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00376-009-0293-8

Key words

Navigation